IUI'17


Book Description

Annotation IUI'17: 22nd International Conference on Intelligent User Interfaces Mar 13, 2017-Mar 16, 2017 Limassol, Cyprus. You can view more information about this proceeding and all of ACM�s other published conference proceedings from the ACM Digital Library: http://www.acm.org/dl.




IUI'17


Book Description

Annotation IUI'17: 22nd International Conference on Intelligent User Interfaces Mar 13, 2017-Mar 16, 2017 Limassol, Cyprus. You can view more information about this proceeding and all of ACM�s other published conference proceedings from the ACM Digital Library: http://www.acm.org/dl.




Proceedings of the 22nd International Conference on Intelligent User Interfaces Companion


Book Description

IUI'17: 22nd International Conference on Intelligent User Interfaces Mar 13, 2017-Mar 16, 2017 Limassol, Cyprus. You can view more information about this proceeding and all of ACM�s other published conference proceedings from the ACM Digital Library: http://www.acm.org/dl.




Proceedings of the 22nd International Conference on Intelligent User Interfaces


Book Description

IUI'17: 22nd International Conference on Intelligent User Interfaces Mar 13, 2017-Mar 16, 2017 Limassol, Cyprus. You can view more information about this proceeding and all of ACM�s other published conference proceedings from the ACM Digital Library: http://www.acm.org/dl.




Automated Machine Learning


Book Description

This open access book presents the first comprehensive overview of general methods in Automated Machine Learning (AutoML), collects descriptions of existing systems based on these methods, and discusses the first series of international challenges of AutoML systems. The recent success of commercial ML applications and the rapid growth of the field has created a high demand for off-the-shelf ML methods that can be used easily and without expert knowledge. However, many of the recent machine learning successes crucially rely on human experts, who manually select appropriate ML architectures (deep learning architectures or more traditional ML workflows) and their hyperparameters. To overcome this problem, the field of AutoML targets a progressive automation of machine learning, based on principles from optimization and machine learning itself. This book serves as a point of entry into this quickly-developing field for researchers and advanced students alike, as well as providing a reference for practitioners aiming to use AutoML in their work.




IUI


Book Description







IUI'13


Book Description




After the Digital Tornado


Book Description

Networks powered by algorithms are pervasive. Major contemporary technology trends - Internet of Things, Big Data, Digital Platform Power, Blockchain, and the Algorithmic Society - are manifestations of this phenomenon. The internet, which once seemed an unambiguous benefit to society, is now the basis for invasions of privacy, massive concentrations of power, and wide-scale manipulation. The algorithmic networked world poses deep questions about power, freedom, fairness, and human agency. The influential 1997 Federal Communications Commission whitepaper “Digital Tornado” hailed the “endless spiral of connectivity” that would transform society, and today, little remains untouched by digital connectivity. Yet fundamental questions remain unresolved, and even more serious challenges have emerged. This important collection, which offers a reckoning and a foretelling, features leading technology scholars who explain the legal, business, ethical, technical, and public policy challenges of building pervasive networks and algorithms for the benefit of humanity. This title is also available as Open Access on Cambridge Core.